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Poisson processes: homogeneous, non-homogeneous, and compound.
Models event arrivals where events occur independently at a given rate.
Structsยง
- Compound
Poisson - Compound Poisson process: S(t) = sum_{i=1}^{N(t)} X_i where N(t) is Poisson(rate*t) and X_i are iid from jump_distribution.
- NonHomogeneous
Poisson - Non-homogeneous Poisson process with time-varying rate function lambda(t).
- Poisson
Distribution - Poisson distribution with parameter lambda.
- Poisson
Process - Homogeneous Poisson process with constant rate lambda.